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For the second year in a row, data scientist tops the list of 鈥荣 followed by and . Though Glassdoor expanded 2017鈥檚 list to 50 鈥� up from 25 in 2016 鈥� technology jobs continued to dominate the list, with fourteen roles represented on the list from the IT industry.

鈥淚n particular for tech jobs, companies across all industries are hiring workers for these needed positions, including employers in healthcare, finance, manufacturing, retail and more. Any organization today with a mobile app, web presence or digitized data are struggling to fill jobs like data scientists, software engineers and mobile developers,鈥� says Andrew Chamberlain, chief economist at Glassdoor.

This report highlights the best jobs in all industries based on each job鈥檚 overall Glassdoor Job Score. The Glassdoor Job Score is determined using three key factors: earning potential based on median annual base salary, job satisfaction rating and number of job openings.

The Glassdoor Job Score is based on a 5-point scale, with 5.0 being a 鈥渂est job鈥� and 1.0 being a 鈥渂ad job.鈥�. For a job title to be considered, it must receive at least 100 salary reports and at least 100 job satisfaction ratings shared by U.S.-based employees from January 2, 2016 to January 1, 2017. The number of job openings per job title represents active job listings on Glassdoor as of January 1, 2017.

Here are the top 14 best IT jobs in America, according to Glassdoor.

are tasked with creating value out of the raw data organizations collect. They use machine-learning based tools and processes as well as perform data and statistical analysis.

Job Score: 4.8 Job Satisfaction Rating: 4.4 Number of Job Openings: 4,184 Median Base Salary: $110,000

A works closely with software engineers to automate and streamline systems, build and maintain deployment tools as well as troubleshoot and resolve issues in development, testing and production.

Job Score: 4.7 Job Satisfaction Rating: 4.2 Number of Job Openings: 2,725 Median Base Salary: $110,000

[ Related story: 10 IT skills that employers need in 2017 ]

With the myriad of data sources, companies need to put it all the pieces together. In their role, data engineers develop, maintain, test and evaluate big data solutions throughout an organization.

Job Score: 4.7 Job Satisfaction Rating: 4.3 Number of Job Openings: 2,599 Median Base Salary: $106,000

These roles are most often , where they are responsible for managing teams that use business data and statistical methods to improve processes.

Job Score: 4.6 Job Satisfaction Rating: 4.1 Number of Job Openings: 1,958 Median Base Salary: $112,000

are responsible for all aspects of performance, integrity and security of an organization鈥檚 databases and data storage. They also can be involved in designing, building and deploying new data storage systems.

Job Score: 4.5 Job Satisfaction Rating: 3.8 Number of Job Openings: 2,877 Median Base Salary: $93,000

[ Related story: CIOs list the top hiring priorities for 2017 ]

are responsible for how a product feels to the end user. Their job is to identify users鈥� underlying emotions, needs and challenges and then help with the design and development of products to meet those needs.

Job Score: 4.4 Job Satisfaction Rating: 4.0 Number of Job Openings: 1,691 Median Base Salary: $92,500

takes product requirements and translate those into actual products. They are responsible for describing products through architecture and design.

Job Score: 4.4 Job Satisfaction Rating: 3.7 Number of Job Openings: 2,232 Median Base Salary: $125,000

are responsible for the entire lifecycle of both existing and new software, from research and design to implementation, maintenance and support.

Job Score: 4.3 Job Satisfaction Rating: 3.5 Number of Job Openings: 17,085 Median Base Salary: $101,000

[ Related story: Why IT innovation follows failure ]

Although the exact duties of varies depending on their industries, in general they are responsible for developing and enforcing in-house quality assurance standards and processes for an organization.

Job Score: 4.3 Job Satisfaction Rating: 3.7 Number of Job Openings: 2,531 Median Base Salary: $92,000

are responsible for the entire lifecycle of both existing and new mobile device software and applications, from research and design to implementation, maintenance and support.

Job Score: 4.3 Job Satisfaction Rating: 3.7 Number of Job Openings: 2,130 Median Base Salary: $85,000

, or sysadmins, are responsible for all aspects of provisioning, installation and configuration, operation, security and maintenance of hardware and software infrastructure.

Job Score: 4.2 Job Satisfaction Rating: 3.7 Number of Job Openings: 4,046 Median Base Salary: $68,000

are often the ones making huge technological advances with computer hardware. They鈥檙e responsible for the research, design, development and testing of computer systems and components including processors, circuit boards, memory, networks and routers.

Job Score: 4.2 Job Satisfaction Rating: 3.9 Number of Job Openings: 954 Median Base Salary: $108,000

help ensure the safety of an organization鈥檚 computers, networks, software and systems. They plan, develop and deploy security measures, both hardware and software-based, to protect data and systems from infiltration and cyberattacks.

Job Score: 4.1 Job Satisfaction Rating: 3.7 Number of Job Openings: 1,247 Median Base Salary: $100,000

work closely with visual designers, UX designers and software developers to create beautiful and easy-to-use interfaces for software and systems.

Job Score: 4.1 Job Satisfaction Rating: 4.0 Number of Job Openings: 950 Median Base Salary: $80,000